Title Input
0 Type City
1 Search seattle
2 Place of Interests amazon go,starbucks,mcdonalds,restaurant

SHOWING RESULTS FOR INPUT:

RENT: $/SQFT

20112012201320142015201620172018201911.522.53
9810398115981229813398109981259810598118981029810798198981179815598121981169814498168981199810198146981129810698126981889819998166981789810498108981779813698148

REGRESSION ANALYSIS ON IMPACT OF FACTORS REGARDING RENT

0 1 2 3
0 Model: OLS Adj. R-squared: 0.945
1 Dependent Variable: rent AIC: -47.4276
2 Date: 2020-01-22 14:44 BIC: -28.3730
3 No. Observations: 32 Log-Likelihood: 36.714
4 Df Model: 12 F-statistic: 45.66
5 Df Residuals: 19 Prob (F-statistic): 2.06e-11
6 R-squared: 0.966 Scale: 0.0099400

Coef. Std.Err. t P>|t| [0.025 0.975]
intercept 1.03575 0.204646 5.06116 6.93633e-05 0.607418 1.46408
population -1.11532e-05 2.24127e-06 -4.97628 8.38268e-05 -1.58442e-05 -6.46213e-06
density 5.63754e-05 8.9579e-06 6.29337 4.84352e-06 3.76263e-05 7.51245e-05
violent crime -0.00958595 0.0034798 -2.75474 0.0126047 -0.0168692 -0.00230265
property crime 0.00853299 0.00183753 4.64373 0.000177053 0.004687 0.012379
AMAZON GO_count -0.0628748 0.0696561 -0.902647 0.378015 -0.208667 0.082917
MCDONALDS_count -0.0669016 0.0405517 -1.64978 0.115422 -0.151777 0.0179741
RESTAURANT_count 0.0158981 0.00967383 1.64341 0.116744 -0.00434947 0.0361456
STARBUCKS_count 0.00263876 0.00788217 0.334776 0.741461 -0.0138588 0.0191363
AMAZON GO_mean 0.00126514 0.00108955 1.16116 0.259959 -0.00101531 0.00354559
MCDONALDS_mean 6.6787e-05 4.49393e-05 1.48616 0.153642 -2.7272e-05 0.000160846
RESTAURANT_mean 0.000213506 0.000125388 1.70276 0.104916 -4.8934e-05 0.000475947
STARBUCKS_mean 8.50315e-05 0.000192673 0.441325 0.663959 -0.000318238 0.000488301

SALES: $/SQFT

20102011201220132014201520162017201820191002003004005006007008009001000
9810398115981229813398109981259810598118981029810798121981989811798155981169814498168981199810198146981129810698126981889819998166981049817898108981779813698148

REGRESSION ANALYSIS ON IMPACT OF FACTORS REGARDING SALES

0 1 2 3
0 Model: OLS Adj. R-squared: 0.901
1 Dependent Variable: sales AIC: 351.0000
2 Date: 2020-01-22 14:44 BIC: 370.0546
3 No. Observations: 32 Log-Likelihood: -162.50
4 Df Model: 12 F-statistic: 24.43
5 Df Residuals: 19 Prob (F-statistic): 5.25e-09
6 R-squared: 0.939 Scale: 2539.4

Coef. Std.Err. t P>|t| [0.025 0.975]
intercept 239.168 103.437 2.31222 0.0321366 22.6732 455.664
population -0.003704 0.00113283 -3.2697 0.00403115 -0.00607504 -0.00133297
density 0.0243934 0.00452769 5.38759 3.36991e-05 0.0149168 0.0338699
violent crime -7.45866 1.75883 -4.24069 0.000442304 -11.1399 -3.77738
property crime 3.73979 0.928762 4.02664 0.000720957 1.79587 5.68371
AMAZON GO_count -1.56693 35.207 -0.0445062 0.964965 -75.2561 72.1222
MCDONALDS_count -16.3453 20.4965 -0.79747 0.435032 -59.245 26.5543
RESTAURANT_count 5.60319 4.88955 1.14595 0.266043 -4.63075 15.8371
STARBUCKS_count 4.2008 3.98397 1.05442 0.304913 -4.13775 12.5393
AMAZON GO_mean -0.189638 0.550702 -0.344357 0.73436 -1.34227 0.962994
MCDONALDS_mean 0.014613 0.0227141 0.643345 0.527689 -0.0329282 0.0621543
RESTAURANT_mean 0.0353306 0.0633763 0.557474 0.583712 -0.0973175 0.167979
STARBUCKS_mean 0.0685592 0.0973848 0.704003 0.48997 -0.13527 0.272388

ROI (PER YERAR: ROI = RENT*12/SALES*100)

2011201220132014201520162017201820194681012
9810198102981039810498105981069810798108981099811298115981169811798118981199812198122981259812698133981369814498146981489815598166981689817798178981889819898199

REGRESSION ANALYSIS ON IMPACT OF FACTORS REGARDING ROI

0 1 2 3
0 Model: OLS Adj. R-squared: 0.589
1 Dependent Variable: roi AIC: 68.0215
2 Date: 2020-01-22 14:44 BIC: 87.0760
3 No. Observations: 32 Log-Likelihood: -21.011
4 Df Model: 12 F-statistic: 4.709
5 Df Residuals: 19 Prob (F-statistic): 0.00138
6 R-squared: 0.748 Scale: 0.36663

Coef. Std.Err. t P>|t| [0.025 0.975]
intercept 5.52752 1.24286 4.4474 0.000276289 2.92617 8.12886
population 9.02821e-06 1.36117e-05 0.663267 0.515127 -1.94615e-05 3.75179e-05
density -0.000119076 5.44034e-05 -2.18877 0.0413051 -0.000232944 -5.2088e-06
violent crime 0.0944626 0.0211336 4.46978 0.000262596 0.0502294 0.138696
property crime -0.032848 0.0111597 -2.94344 0.00834171 -0.0562056 -0.00949042
AMAZON GO_count -0.467867 0.423038 -1.10597 0.282547 -1.3533 0.417561
MCDONALDS_count -0.154111 0.24628 -0.625754 0.538921 -0.66958 0.361359
RESTAURANT_count -0.052718 0.0587514 -0.897305 0.380786 -0.175686 0.0702501
STARBUCKS_count -0.0363623 0.0478703 -0.759601 0.456815 -0.136556 0.0638313
AMAZON GO_mean 0.0105526 0.00661708 1.59475 0.127267 -0.00329709 0.0244023
MCDONALDS_mean 2.6606e-05 0.000272927 0.097484 0.923363 -0.000544636 0.000597848
RESTAURANT_mean 0.000957847 0.000761512 1.25782 0.223695 -0.000636015 0.00255171
STARBUCKS_mean -0.00128971 0.00117015 -1.10218 0.284151 -0.00373886 0.00115944